Unlocking the Subconscious Consumer Bias: A Survey on the Past, Present, and Future of Hybrid EEG Schemes in Neuromarketing

Fotis P. Kalaganis, K. Georgiadis, V. Oikonomou, N. Laskaris, S. Nikolopoulos, I. Kompatsiaris
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引用次数: 10

Abstract

Fueled by early success stories, the neuromarketing domain advanced rapidly during the last 10 years. As exciting new techniques were being adapted from medical research to the commercial domain, many neuroscientists and marketing practitioners have taken the chance to exploit them so as to uncover the answers of the most important marketing questions. Among the available neuroimaging technologies, electroencephalography (EEG) stands out as the less invasive and most affordable method. While not equally precise as other neuroimaging technologies in terms of spatial resolution, it can capture brain activity almost at the speed of cognition. Hence, EEG constitutes a favorable candidate for recording and subsequently decoding the consumers' brain activity. However, despite its wide use in neuromarketing, it cannot provide the complete picture alone. In order to overcome the limitations imposed by a single monitoring method, researchers focus on more holistic approaches. The exploitation of hybrid EEG schemes (e.g., combining EEG with eye-tracking, electrodermal activity, heart rate, and/or other) is ever growing and will hopefully allow neuromarketing to uncover consumers' behavior. Our survey revolves around last-decade hybrid neuromarketing schemes that involve EEG as the dominant modality. Beyond covering the relevant literature and state-of-the-art findings, we also provide future directions on the field, present the limitations that accompany each of the commonly employed monitoring methods and briefly discuss the omni-present ethical scepticizm related to neuromarketing.
解开潜意识的消费者偏见:对神经营销中混合脑电图方案的过去、现在和未来的调查
在早期成功故事的推动下,神经营销领域在过去10年里发展迅速。随着令人兴奋的新技术被从医学研究应用到商业领域,许多神经科学家和营销从业者已经抓住机会利用它们,以揭示最重要的营销问题的答案。在现有的神经成像技术中,脑电图(EEG)作为侵入性较小且最经济实惠的方法脱颖而出。虽然在空间分辨率方面不如其他神经成像技术精确,但它几乎可以以认知的速度捕捉大脑活动。因此,脑电图是记录和随后解码消费者大脑活动的有利选择。然而,尽管它在神经营销学中广泛使用,但它不能单独提供完整的图像。为了克服单一监测方法的局限性,研究人员专注于更全面的方法。混合脑电图方案(例如,将脑电图与眼动追踪、皮肤电活动、心率和/或其他结合起来)的开发正在不断增长,并有望使神经营销揭示消费者的行为。我们的调查围绕着过去十年的混合神经营销计划展开,这些计划以脑电图为主导模式。除了涵盖相关文献和最新研究成果之外,我们还提供了该领域的未来方向,提出了每种常用监测方法的局限性,并简要讨论了与神经营销相关的无处不在的伦理怀疑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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